PyTorch
@PyTorch
Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
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NVIDIA Blackwell introduces Cluster Launch Control to enable dynamic scheduling, allowing kernels to launch as many threadblocks as needed while improving load balance through hardware-driven work distribution. Our latest blog shows how to write TLX kernels that use CLC in…
The PyTorch Ecosystem continues to grow with projects that improve performance, scalability, and developer workflows across training, inference, AI infrastructure, and scientific machine learning. Our latest ecosystem update highlights new additions including FlagGems, Kubeflow…
Watch @richliaw (@anyscalecompute) explain why Ray joined PyTorch Foundation, citing the ecosystem forming around PyTorch, DeepSpeed, and vLLM, and what this move signals about Ray’s role in the AI infrastructure stack. 🔗 youtu.be/wLpXAyDyN9E?si… #PyTorch #Ray #AIInfrastructure
We had a strong presence at NeurIPS 2025, contributing across the week with workshops, talks, posters, a co-hosted community reception, and ongoing engagement with researchers, engineers, and maintainers from across the AI community. Our recap highlights PyTorch-led workshops on…
NeuralOperator is now part of the #PyTorch Ecosystem, bringing a PyTorch-native library for learning neural operators and modeling mappings between function spaces for AI-driven science and engineering. 🔗 pytorch.org/blog/neuralope… @JeanKossaifi @AnimaAnandkumar @davehpitt…
Zhipeng (Jason) Wang, PhD (@PKUWZP) explains how @DeepSpeedAI supports ML training research and why joining PyTorch Foundation benefits researchers and developers working on AI training workloads. 🔗youtu.be/67719mlOSp0 #PyTorch #DeepSpeed #OpenSourceAI #AIInfrastructure
Today’s "Inside Helion Live Q&A" brought the #PyTorch community together with Jason Ansel, @oguz_ulgen, @weifengpy, and Jongsok Choi from @Meta’s PyTorch Compiler and Helion teams. The discussion explored how Helion approaches kernel authoring, #AIInfrastructure performance, and…
Want to scale biology transformer models with PyTorch? @nvidia BioNeMo Recipes can simplify and accelerate this process by lowering the barrier to entry for large-scale model training. Using step-by-step guides built on familiar frameworks like PyTorch and Hugging Face. In…
TOMORROW: Inside Helion: Live Q&A with Jason Ansel, @oguz_ulgen, @weifengpy, and Jongsok Choi from @Meta’s PyTorch Compiler and Helion teams. Hear how the Python-embedded DSL compiles to Triton, accelerates kernels, and what’s ahead for Helion. 🔗 pytorch.org/event/inside-h… #PyTorch…
New #PyTorch Foundation Spotlight with @joespeez (@meta). He shares why open source is the best path to learn, collaborate, and build, the momentum around RL, agentic APIs, and kernel development, and how #PyTorch serves as a platform for boundaryless innovation. 🖇️…
Need to accelerate Large-Scale Mixture of Experts Training? With @nvidia NeMo Automodel, an open source library within NVIDIA NeMo framework, developers can now train large-scale MoE models directly in PyTorch using the same familiar tools they already know. Learn how to make…
If you're building or experimenting with GenAI on Arm devices, there’s a great learning session coming up next week! Join Gian Marco Iodice, Principal Software Engineer at @Arm, and Digant Desai, Software Engineer at @Meta, as they unpack the latest updates to ExecuTorch,…
In this new PyTorch Foundation Spotlight, Ankit Patel (@nvidia) shares how their teams build on PyTorch, from using it across projects to extending it into new areas like Tensor TLLM for inference optimization and Physics NeMo for physics neural networks. He also reflects on the…
Next Thursday’s Inside Helion: Live Q&A is hosted by Jason Ansel, @oguz_ulgen, @weifengpy, and Jongsok Choi from @Meta's PyTorch Compiler and Helion teams. It’s a chance to hear directly from the developers shaping Helion. Helion is a Python-embedded DSL that compiles to Triton,…
Runhouse and Curavoice were recognized in the 2025 PyTorch Startup Showcase, with @DonnyGreenberg presenting for @runhouse_ and Shrey Modi presenting for @CuraVoice. Their work reflects the depth of innovation across AI infrastructure and applied AI in the PyTorch ecosystem.…
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